Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 7766 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 13 |
track has a high cardinality: 7396 distinct values | High cardinality |
artist has a high cardinality: 1837 distinct values | High cardinality |
uri has a high cardinality: 7749 distinct values | High cardinality |
danceability is highly overall correlated with valence | High correlation |
energy is highly overall correlated with loudness and 2 other fields | High correlation |
loudness is highly overall correlated with energy and 1 other fields | High correlation |
acousticness is highly overall correlated with energy and 1 other fields | High correlation |
valence is highly overall correlated with danceability and 1 other fields | High correlation |
duration_ms is highly overall correlated with sections | High correlation |
sections is highly overall correlated with duration_ms | High correlation |
track is uniformly distributed | Uniform |
uri is uniformly distributed | Uniform |
target is uniformly distributed | Uniform |
key has 1016 (13.1%) zeros | Zeros |
instrumentalness has 1441 (18.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-29 22:50:35.103801 |
|---|---|
| Analysis finished | 2022-11-29 22:50:52.260452 |
| Duration | 17.16 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
| Distinct | 7396 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| Sunshine | 5 |
|---|---|
| Love Song | 4 |
| Hold On | 4 |
| Superman | 4 |
| Vai Trabalhar Vagabundo - Ao Vivo | 4 |
| Other values (7391) |
Length
| Max length | 254 |
|---|---|
| Median length | 95.5 |
| Mean length | 19.737317 |
| Min length | 1 |
Characters and Unicode
| Total characters | 153280 |
|---|---|
| Distinct characters | 124 |
| Distinct categories | 13 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 7058 ? |
|---|---|
| Unique (%) | 90.9% |
Sample
| 1st row | Porque? |
|---|---|
| 2nd row | Free Jazz |
| 3rd row | Reject of Society |
| 4th row | Yeah ! |
| 5th row | Gotta Find A Way |
Common Values
| Value | Count | Frequency (%) |
| Sunshine | 5 | 0.1% |
| Love Song | 4 | 0.1% |
| Hold On | 4 | 0.1% |
| Superman | 4 | 0.1% |
| Vai Trabalhar Vagabundo - Ao Vivo | 4 | 0.1% |
| Happy | 4 | 0.1% |
| Angel | 3 | < 0.1% |
| Until It's Time For You To Go | 3 | < 0.1% |
| You | 3 | < 0.1% |
| Woodstock | 3 | < 0.1% |
| Other values (7386) | 7729 |
Length
| Value | Count | Frequency (%) |
| the | 985 | 3.3% |
| 887 | 3.0% | |
| you | 554 | 1.9% |
| love | 456 | 1.5% |
| i | 452 | 1.5% |
| a | 449 | 1.5% |
| to | 373 | 1.3% |
| me | 365 | 1.2% |
| in | 329 | 1.1% |
| of | 327 | 1.1% |
| Other values (6836) | 24327 |
Most occurring characters
| Value | Count | Frequency (%) |
| 21738 | 14.2% | |
| e | 14383 | 9.4% |
| o | 9882 | 6.4% |
| a | 9201 | 6.0% |
| n | 8083 | 5.3% |
| i | 7128 | 4.7% |
| r | 6540 | 4.3% |
| t | 6256 | 4.1% |
| l | 4803 | 3.1% |
| s | 4801 | 3.1% |
| Other values (114) | 60465 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 98561 | |
| Uppercase Letter | 26913 | 17.6% |
| Space Separator | 21738 | 14.2% |
| Other Punctuation | 2550 | 1.7% |
| Decimal Number | 1464 | 1.0% |
| Dash Punctuation | 842 | 0.5% |
| Open Punctuation | 594 | 0.4% |
| Close Punctuation | 594 | 0.4% |
| Math Symbol | 8 | < 0.1% |
| Final Punctuation | 6 | < 0.1% |
| Other values (3) | 10 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 14383 | |
| o | 9882 | |
| a | 9201 | 9.3% |
| n | 8083 | 8.2% |
| i | 7128 | 7.2% |
| r | 6540 | 6.6% |
| t | 6256 | 6.3% |
| l | 4803 | 4.9% |
| s | 4801 | 4.9% |
| u | 3828 | 3.9% |
| Other values (42) | 23656 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 2625 | 9.8% |
| S | 2024 | 7.5% |
| M | 1961 | 7.3% |
| L | 1829 | 6.8% |
| A | 1723 | 6.4% |
| I | 1700 | 6.3% |
| B | 1616 | 6.0% |
| D | 1378 | 5.1% |
| C | 1298 | 4.8% |
| W | 1211 | 4.5% |
| Other values (23) | 9548 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 1293 | |
| , | 394 | 15.5% |
| . | 269 | 10.5% |
| / | 196 | 7.7% |
| : | 133 | 5.2% |
| " | 99 | 3.9% |
| & | 62 | 2.4% |
| ? | 50 | 2.0% |
| ! | 28 | 1.1% |
| ; | 10 | 0.4% |
| Other values (5) | 16 | 0.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 300 | |
| 1 | 299 | |
| 2 | 273 | |
| 9 | 186 | |
| 7 | 108 | 7.4% |
| 6 | 74 | 5.1% |
| 5 | 73 | 5.0% |
| 4 | 58 | 4.0% |
| 3 | 55 | 3.8% |
| 8 | 38 | 2.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 586 | |
| [ | 8 | 1.3% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 586 | |
| ] | 8 | 1.3% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 5 | |
| = | 3 |
Other Letter
| Value | Count | Frequency (%) |
| º | 3 | |
| ª | 2 |
Other Symbol
| Value | Count | Frequency (%) |
| ° | 2 | |
| ¦ | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 21738 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 842 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 6 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 125479 | |
| Common | 27801 | 18.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 14383 | 11.5% |
| o | 9882 | 7.9% |
| a | 9201 | 7.3% |
| n | 8083 | 6.4% |
| i | 7128 | 5.7% |
| r | 6540 | 5.2% |
| t | 6256 | 5.0% |
| l | 4803 | 3.8% |
| s | 4801 | 3.8% |
| u | 3828 | 3.1% |
| Other values (77) | 50574 |
Common
| Value | Count | Frequency (%) |
| 21738 | ||
| ' | 1293 | 4.7% |
| - | 842 | 3.0% |
| ( | 586 | 2.1% |
| ) | 586 | 2.1% |
| , | 394 | 1.4% |
| 0 | 300 | 1.1% |
| 1 | 299 | 1.1% |
| 2 | 273 | 1.0% |
| . | 269 | 1.0% |
| Other values (27) | 1221 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 152647 | |
| None | 625 | 0.4% |
| Punctuation | 8 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 21738 | 14.2% | |
| e | 14383 | 9.4% |
| o | 9882 | 6.5% |
| a | 9201 | 6.0% |
| n | 8083 | 5.3% |
| i | 7128 | 4.7% |
| r | 6540 | 4.3% |
| t | 6256 | 4.1% |
| l | 4803 | 3.1% |
| s | 4801 | 3.1% |
| Other values (73) | 59832 |
None
| Value | Count | Frequency (%) |
| ó | 100 | |
| é | 94 | |
| ç | 90 | |
| ã | 57 | |
| í | 50 | |
| á | 48 | |
| ê | 27 | 4.3% |
| ñ | 26 | 4.2% |
| è | 19 | 3.0% |
| É | 15 | 2.4% |
| Other values (29) | 99 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 6 | |
| … | 2 | 25.0% |
artist
Categorical
| Distinct | 1837 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| MPB4 | 73 |
|---|---|
| kalapana | 54 |
| Reginaldo Rossi | 53 |
| Buzzcocks | 50 |
| Vicente Fernández | 44 |
| Other values (1832) |
Length
| Max length | 67 |
|---|---|
| Median length | 45 |
| Mean length | 12.960211 |
| Min length | 1 |
Characters and Unicode
| Total characters | 100649 |
|---|---|
| Distinct characters | 84 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 766 ? |
|---|---|
| Unique (%) | 9.9% |
Sample
| 1st row | Reginaldo Rossi |
|---|---|
| 2nd row | Maria Teresa Luciani |
| 3rd row | Crass |
| 4th row | The Jets |
| 5th row | The Moments |
Common Values
| Value | Count | Frequency (%) |
| MPB4 | 73 | 0.9% |
| kalapana | 54 | 0.7% |
| Reginaldo Rossi | 53 | 0.7% |
| Buzzcocks | 50 | 0.6% |
| Vicente Fernández | 44 | 0.6% |
| John Coltrane | 44 | 0.6% |
| Philip Glass | 43 | 0.6% |
| Stephen Sondheim | 41 | 0.5% |
| Traditional | 40 | 0.5% |
| De Wolfe Music | 40 | 0.5% |
| Other values (1827) | 7284 |
Length
| Value | Count | Frequency (%) |
| the | 882 | 5.3% |
| 330 | 2.0% | |
| john | 214 | 1.3% |
| band | 145 | 0.9% |
| de | 106 | 0.6% |
| mpb4 | 73 | 0.4% |
| davis | 66 | 0.4% |
| brothers | 66 | 0.4% |
| orchestra | 64 | 0.4% |
| joe | 64 | 0.4% |
| Other values (2464) | 14725 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9407 | 9.3% |
| 8969 | 8.9% | |
| a | 7611 | 7.6% |
| n | 6462 | 6.4% |
| o | 6381 | 6.3% |
| i | 6065 | 6.0% |
| r | 5919 | 5.9% |
| l | 4412 | 4.4% |
| s | 4322 | 4.3% |
| t | 3740 | 3.7% |
| Other values (74) | 37361 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 73175 | |
| Uppercase Letter | 17349 | 17.2% |
| Space Separator | 8969 | 8.9% |
| Other Punctuation | 845 | 0.8% |
| Decimal Number | 191 | 0.2% |
| Dash Punctuation | 108 | 0.1% |
| Open Punctuation | 6 | < 0.1% |
| Close Punctuation | 6 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9407 | |
| a | 7611 | |
| n | 6462 | |
| o | 6381 | |
| i | 6065 | 8.3% |
| r | 5919 | 8.1% |
| l | 4412 | 6.0% |
| s | 4322 | 5.9% |
| t | 3740 | 5.1% |
| h | 2970 | 4.1% |
| Other values (29) | 15886 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 1606 | 9.3% |
| T | 1599 | 9.2% |
| S | 1510 | 8.7% |
| M | 1224 | 7.1% |
| C | 1186 | 6.8% |
| J | 1054 | 6.1% |
| R | 993 | 5.7% |
| D | 992 | 5.7% |
| G | 791 | 4.6% |
| L | 782 | 4.5% |
| Other values (16) | 5612 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 77 | |
| 9 | 55 | |
| 5 | 19 | 9.9% |
| 6 | 16 | 8.4% |
| 0 | 12 | 6.3% |
| 1 | 9 | 4.7% |
| 3 | 2 | 1.0% |
| 8 | 1 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 331 | |
| . | 305 | |
| ' | 105 | 12.4% |
| , | 54 | 6.4% |
| " | 32 | 3.8% |
| / | 9 | 1.1% |
| ! | 9 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 8969 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 108 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 90524 | |
| Common | 10125 | 10.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9407 | 10.4% |
| a | 7611 | 8.4% |
| n | 6462 | 7.1% |
| o | 6381 | 7.0% |
| i | 6065 | 6.7% |
| r | 5919 | 6.5% |
| l | 4412 | 4.9% |
| s | 4322 | 4.8% |
| t | 3740 | 4.1% |
| h | 2970 | 3.3% |
| Other values (55) | 33235 |
Common
| Value | Count | Frequency (%) |
| 8969 | ||
| & | 331 | 3.3% |
| . | 305 | 3.0% |
| - | 108 | 1.1% |
| ' | 105 | 1.0% |
| 4 | 77 | 0.8% |
| 9 | 55 | 0.5% |
| , | 54 | 0.5% |
| " | 32 | 0.3% |
| 5 | 19 | 0.2% |
| Other values (9) | 70 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100330 | |
| None | 319 | 0.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 9407 | 9.4% |
| 8969 | 8.9% | |
| a | 7611 | 7.6% |
| n | 6462 | 6.4% |
| o | 6381 | 6.4% |
| i | 6065 | 6.0% |
| r | 5919 | 5.9% |
| l | 4412 | 4.4% |
| s | 4322 | 4.3% |
| t | 3740 | 3.7% |
| Other values (61) | 37042 |
None
| Value | Count | Frequency (%) |
| é | 78 | |
| á | 56 | |
| í | 53 | |
| ó | 33 | |
| ç | 26 | 8.2% |
| à | 23 | 7.2% |
| ô | 23 | 7.2% |
| ã | 9 | 2.8% |
| ł | 7 | 2.2% |
| ñ | 5 | 1.6% |
| Other values (3) | 6 | 1.9% |
| Distinct | 7749 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| spotify:track:3mRM4NM8iO7UBqrSigCQFH | 3 |
|---|---|
| spotify:track:4M1zcX803dgkDkISHZDPYi | 2 |
| spotify:track:1QR3Wcba5NBidmxEE8DW3w | 2 |
| spotify:track:7cRioMuuOoe8rwcqvsM4pD | 2 |
| spotify:track:1K1nzhbKCNmrNXi9B07mPF | 2 |
| Other values (7744) |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 279576 |
|---|---|
| Distinct characters | 63 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 7733 ? |
|---|---|
| Unique (%) | 99.6% |
Sample
| 1st row | spotify:track:28KC2wl7jDv6Ms1Uc0OMpm |
|---|---|
| 2nd row | spotify:track:0zagn8PNnM7pM8pz1gXOAD |
| 3rd row | spotify:track:18eNASEiuAhO2ML5LBIoG4 |
| 4th row | spotify:track:1UlJzHc8E5EprQFJxjSyPL |
| 5th row | spotify:track:1Jtlirju8tUXTtvyZJAN5v |
Common Values
| Value | Count | Frequency (%) |
| spotify:track:3mRM4NM8iO7UBqrSigCQFH | 3 | < 0.1% |
| spotify:track:4M1zcX803dgkDkISHZDPYi | 2 | < 0.1% |
| spotify:track:1QR3Wcba5NBidmxEE8DW3w | 2 | < 0.1% |
| spotify:track:7cRioMuuOoe8rwcqvsM4pD | 2 | < 0.1% |
| spotify:track:1K1nzhbKCNmrNXi9B07mPF | 2 | < 0.1% |
| spotify:track:3sWHFwTUKWTwETu4QmD8bb | 2 | < 0.1% |
| spotify:track:7fu3Tv5rcoGD1PZV7s57WW | 2 | < 0.1% |
| spotify:track:3iJGrfXRepS04IiZP3VBUp | 2 | < 0.1% |
| spotify:track:5tmrnhMxx39jnu3kjopMdP | 2 | < 0.1% |
| spotify:track:2ljjoZun9Xid1AAFKEEXam | 2 | < 0.1% |
| Other values (7739) | 7745 |
Length
| Value | Count | Frequency (%) |
| spotify:track:3mrm4nm8io7ubqrsigcqfh | 3 | < 0.1% |
| spotify:track:2ljjozun9xid1aafkeexam | 2 | < 0.1% |
| spotify:track:1navd19eofgpff6wosmhie | 2 | < 0.1% |
| spotify:track:1hjnicn5cvl9x8u44xumqe | 2 | < 0.1% |
| spotify:track:2iop69pwuhyotcachebhko | 2 | < 0.1% |
| spotify:track:4xxn8gdqs7ruwgztnznxnp | 2 | < 0.1% |
| spotify:track:0rgcouqg4qyaet9ridf3ob | 2 | < 0.1% |
| spotify:track:2t3r19v9qmiiurwpor8axf | 2 | < 0.1% |
| spotify:track:4m1zcx803dgkdkishzdpyi | 2 | < 0.1% |
| spotify:track:5tmrnhmxx39jnu3kjopmdp | 2 | < 0.1% |
| Other values (7739) | 7745 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 18236 | 6.5% |
| : | 15532 | 5.6% |
| p | 10499 | 3.8% |
| c | 10487 | 3.8% |
| s | 10474 | 3.7% |
| f | 10465 | 3.7% |
| i | 10465 | 3.7% |
| a | 10452 | 3.7% |
| o | 10440 | 3.7% |
| y | 10362 | 3.7% |
| Other values (53) | 162164 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 162142 | |
| Uppercase Letter | 67647 | |
| Decimal Number | 34255 | 12.3% |
| Other Punctuation | 15532 | 5.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 18236 | 11.2% |
| p | 10499 | 6.5% |
| c | 10487 | 6.5% |
| s | 10474 | 6.5% |
| f | 10465 | 6.5% |
| i | 10465 | 6.5% |
| a | 10452 | 6.4% |
| o | 10440 | 6.4% |
| y | 10362 | 6.4% |
| k | 10349 | 6.4% |
| Other values (16) | 49913 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 2716 | 4.0% |
| C | 2671 | 3.9% |
| Q | 2653 | 3.9% |
| E | 2643 | 3.9% |
| M | 2641 | 3.9% |
| N | 2637 | 3.9% |
| H | 2633 | 3.9% |
| Y | 2633 | 3.9% |
| F | 2630 | 3.9% |
| J | 2624 | 3.9% |
| Other values (16) | 41166 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 3684 | |
| 4 | 3675 | |
| 1 | 3668 | |
| 5 | 3654 | |
| 2 | 3638 | |
| 0 | 3627 | |
| 3 | 3583 | |
| 7 | 3414 | |
| 9 | 2676 | |
| 8 | 2636 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 15532 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 229789 | |
| Common | 49787 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 18236 | 7.9% |
| p | 10499 | 4.6% |
| c | 10487 | 4.6% |
| s | 10474 | 4.6% |
| f | 10465 | 4.6% |
| i | 10465 | 4.6% |
| a | 10452 | 4.5% |
| o | 10440 | 4.5% |
| y | 10362 | 4.5% |
| k | 10349 | 4.5% |
| Other values (42) | 117560 |
Common
| Value | Count | Frequency (%) |
| : | 15532 | |
| 6 | 3684 | 7.4% |
| 4 | 3675 | 7.4% |
| 1 | 3668 | 7.4% |
| 5 | 3654 | 7.3% |
| 2 | 3638 | 7.3% |
| 0 | 3627 | 7.3% |
| 3 | 3583 | 7.2% |
| 7 | 3414 | 6.9% |
| 9 | 2676 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 279576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 18236 | 6.5% |
| : | 15532 | 5.6% |
| p | 10499 | 3.8% |
| c | 10487 | 3.8% |
| s | 10474 | 3.7% |
| f | 10465 | 3.7% |
| i | 10465 | 3.7% |
| a | 10452 | 3.7% |
| o | 10440 | 3.7% |
| y | 10362 | 3.7% |
| Other values (53) | 162164 |
danceability
Real number (ℝ)
| Distinct | 803 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52550045 |
| Minimum | 0.063 |
|---|---|
| Maximum | 0.961 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0.063 |
|---|---|
| 5-th percentile | 0.243 |
| Q1 | 0.415 |
| median | 0.5345 |
| Q3 | 0.646 |
| 95-th percentile | 0.779 |
| Maximum | 0.961 |
| Range | 0.898 |
| Interquartile range (IQR) | 0.231 |
Descriptive statistics
| Standard deviation | 0.16281663 |
|---|---|
| Coefficient of variation (CV) | 0.30983157 |
| Kurtosis | -0.39999904 |
| Mean | 0.52550045 |
| Median Absolute Deviation (MAD) | 0.1155 |
| Skewness | -0.2205781 |
| Sum | 4081.0365 |
| Variance | 0.026509255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.567 | 30 | 0.4% |
| 0.62 | 28 | 0.4% |
| 0.55 | 27 | 0.3% |
| 0.671 | 26 | 0.3% |
| 0.592 | 26 | 0.3% |
| 0.624 | 25 | 0.3% |
| 0.485 | 25 | 0.3% |
| 0.417 | 25 | 0.3% |
| 0.628 | 25 | 0.3% |
| 0.465 | 25 | 0.3% |
| Other values (793) | 7504 |
| Value | Count | Frequency (%) |
| 0.063 | 1 | |
| 0.0633 | 1 | |
| 0.0649 | 1 | |
| 0.0651 | 1 | |
| 0.0667 | 1 | |
| 0.0675 | 1 | |
| 0.0691 | 1 | |
| 0.0697 | 1 | |
| 0.0707 | 1 | |
| 0.0739 | 1 |
| Value | Count | Frequency (%) |
| 0.961 | 1 | |
| 0.951 | 1 | |
| 0.948 | 1 | |
| 0.942 | 1 | |
| 0.94 | 1 | |
| 0.93 | 1 | |
| 0.922 | 2 | |
| 0.92 | 1 | |
| 0.917 | 1 | |
| 0.913 | 1 |
energy
Real number (ℝ)
| Distinct | 1165 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52795226 |
| Minimum | 0.0011 |
|---|---|
| Maximum | 0.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0.0011 |
|---|---|
| 5-th percentile | 0.12025 |
| Q1 | 0.354 |
| median | 0.533 |
| Q3 | 0.712 |
| 95-th percentile | 0.902 |
| Maximum | 0.999 |
| Range | 0.9979 |
| Interquartile range (IQR) | 0.358 |
Descriptive statistics
| Standard deviation | 0.2354931 |
|---|---|
| Coefficient of variation (CV) | 0.44604999 |
| Kurtosis | -0.77428655 |
| Mean | 0.52795226 |
| Median Absolute Deviation (MAD) | 0.179 |
| Skewness | -0.14305289 |
| Sum | 4100.0773 |
| Variance | 0.055457 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.623 | 23 | 0.3% |
| 0.564 | 22 | 0.3% |
| 0.444 | 22 | 0.3% |
| 0.641 | 22 | 0.3% |
| 0.396 | 21 | 0.3% |
| 0.526 | 21 | 0.3% |
| 0.443 | 20 | 0.3% |
| 0.52 | 20 | 0.3% |
| 0.62 | 19 | 0.2% |
| 0.72 | 19 | 0.2% |
| Other values (1155) | 7557 |
| Value | Count | Frequency (%) |
| 0.0011 | 1 | |
| 0.00131 | 1 | |
| 0.00193 | 1 | |
| 0.00209 | 1 | |
| 0.00325 | 1 | |
| 0.00334 | 1 | |
| 0.00358 | 1 | |
| 0.00383 | 1 | |
| 0.00393 | 2 | |
| 0.00396 | 1 |
| Value | Count | Frequency (%) |
| 0.999 | 1 | < 0.1% |
| 0.998 | 3 | |
| 0.997 | 1 | < 0.1% |
| 0.995 | 5 | |
| 0.993 | 1 | < 0.1% |
| 0.992 | 2 | < 0.1% |
| 0.991 | 3 | |
| 0.99 | 1 | < 0.1% |
| 0.989 | 3 | |
| 0.988 | 4 |
key
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2083441 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1016 |
| Zeros (%) | 13.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.5044797 |
|---|---|
| Coefficient of variation (CV) | 0.67285871 |
| Kurtosis | -1.279148 |
| Mean | 5.2083441 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0022877076 |
| Sum | 40448 |
| Variance | 12.281378 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1045 | |
| 9 | 1023 | |
| 0 | 1016 | |
| 7 | 991 | |
| 5 | 759 | |
| 4 | 687 | |
| 10 | 468 | |
| 11 | 468 | |
| 1 | 421 | |
| 8 | 380 | 4.9% |
| Other values (2) | 508 |
| Value | Count | Frequency (%) |
| 0 | 1016 | |
| 1 | 421 | |
| 2 | 1045 | |
| 3 | 222 | 2.9% |
| 4 | 687 | |
| 5 | 759 | |
| 6 | 286 | 3.7% |
| 7 | 991 | |
| 8 | 380 | 4.9% |
| 9 | 1023 |
| Value | Count | Frequency (%) |
| 11 | 468 | |
| 10 | 468 | |
| 9 | 1023 | |
| 8 | 380 | 4.9% |
| 7 | 991 | |
| 6 | 286 | 3.7% |
| 5 | 759 | |
| 4 | 687 | |
| 3 | 222 | 2.9% |
| 2 | 1045 |
loudness
Real number (ℝ)
| Distinct | 6021 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.73427 |
| Minimum | -41.44 |
|---|---|
| Maximum | 3.744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7761 |
| Negative (%) | 99.9% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | -41.44 |
|---|---|
| 5-th percentile | -20.73575 |
| Q1 | -14.07 |
| median | -11.046 |
| Q3 | -8.4 |
| 95-th percentile | -5.4515 |
| Maximum | 3.744 |
| Range | 45.184 |
| Interquartile range (IQR) | 5.67 |
Descriptive statistics
| Standard deviation | 4.8159992 |
|---|---|
| Coefficient of variation (CV) | -0.41042171 |
| Kurtosis | 2.5899224 |
| Mean | -11.73427 |
| Median Absolute Deviation (MAD) | 2.812 |
| Skewness | -1.1886353 |
| Sum | -91128.341 |
| Variance | 23.193848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9.04 | 6 | 0.1% |
| -9.037 | 6 | 0.1% |
| -13.507 | 5 | 0.1% |
| -12.621 | 5 | 0.1% |
| -11.589 | 5 | 0.1% |
| -11.675 | 5 | 0.1% |
| -9.744 | 4 | 0.1% |
| -9.997 | 4 | 0.1% |
| -12.71 | 4 | 0.1% |
| -6.339 | 4 | 0.1% |
| Other values (6011) | 7718 |
| Value | Count | Frequency (%) |
| -41.44 | 1 | |
| -38.201 | 1 | |
| -37.012 | 1 | |
| -36.35 | 1 | |
| -36.179 | 1 | |
| -35.983 | 1 | |
| -35.641 | 1 | |
| -35.636 | 1 | |
| -35.347 | 1 | |
| -35.298 | 1 |
| Value | Count | Frequency (%) |
| 3.744 | 1 | |
| 2.291 | 1 | |
| 1.963 | 1 | |
| 0.878 | 1 | |
| 0.45 | 1 | |
| -0.93 | 1 | |
| -0.983 | 1 | |
| -1.044 | 1 | |
| -1.608 | 1 | |
| -1.734 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7766 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5607 | |
| 0 | 2159 | 27.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5607 | |
| 0 | 2159 | 27.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5607 | |
| 0 | 2159 | 27.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7766 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5607 | |
| 0 | 2159 | 27.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7766 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5607 | |
| 0 | 2159 | 27.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5607 | |
| 0 | 2159 | 27.8% |
speechiness
Real number (ℝ)
| Distinct | 1004 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.062052975 |
| Minimum | 0.0225 |
|---|---|
| Maximum | 0.952 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0.0225 |
|---|---|
| 5-th percentile | 0.0278 |
| Q1 | 0.0335 |
| median | 0.0416 |
| Q3 | 0.060475 |
| 95-th percentile | 0.16 |
| Maximum | 0.952 |
| Range | 0.9295 |
| Interquartile range (IQR) | 0.026975 |
Descriptive statistics
| Standard deviation | 0.069836519 |
|---|---|
| Coefficient of variation (CV) | 1.1254339 |
| Kurtosis | 49.308551 |
| Mean | 0.062052975 |
| Median Absolute Deviation (MAD) | 0.0103 |
| Skewness | 5.9075716 |
| Sum | 481.9034 |
| Variance | 0.0048771394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0312 | 41 | 0.5% |
| 0.0346 | 40 | 0.5% |
| 0.029 | 39 | 0.5% |
| 0.0354 | 37 | 0.5% |
| 0.0322 | 37 | 0.5% |
| 0.0294 | 37 | 0.5% |
| 0.033 | 36 | 0.5% |
| 0.0301 | 36 | 0.5% |
| 0.0287 | 36 | 0.5% |
| 0.0335 | 35 | 0.5% |
| Other values (994) | 7392 |
| Value | Count | Frequency (%) |
| 0.0225 | 1 | < 0.1% |
| 0.0227 | 1 | < 0.1% |
| 0.0232 | 3 | |
| 0.0233 | 1 | < 0.1% |
| 0.0235 | 1 | < 0.1% |
| 0.0236 | 1 | < 0.1% |
| 0.0237 | 1 | < 0.1% |
| 0.0238 | 2 | |
| 0.0239 | 3 | |
| 0.024 | 2 |
| Value | Count | Frequency (%) |
| 0.952 | 1 | |
| 0.947 | 1 | |
| 0.933 | 1 | |
| 0.928 | 1 | |
| 0.921 | 2 | |
| 0.908 | 1 | |
| 0.897 | 1 | |
| 0.891 | 1 | |
| 0.889 | 1 | |
| 0.868 | 1 |
acousticness
Real number (ℝ)
| Distinct | 2004 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.43424032 |
| Minimum | 1.35 × 10-6 |
|---|---|
| Maximum | 0.996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 1.35 × 10-6 |
|---|---|
| 5-th percentile | 0.0055225 |
| Q1 | 0.124 |
| median | 0.409 |
| Q3 | 0.726 |
| 95-th percentile | 0.957 |
| Maximum | 0.996 |
| Range | 0.99599865 |
| Interquartile range (IQR) | 0.602 |
Descriptive statistics
| Standard deviation | 0.32150036 |
|---|---|
| Coefficient of variation (CV) | 0.74037428 |
| Kurtosis | -1.3300312 |
| Mean | 0.43424032 |
| Median Absolute Deviation (MAD) | 0.298 |
| Skewness | 0.19623582 |
| Sum | 3372.3103 |
| Variance | 0.10336248 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.994 | 23 | 0.3% |
| 0.995 | 21 | 0.3% |
| 0.99 | 17 | 0.2% |
| 0.992 | 16 | 0.2% |
| 0.107 | 16 | 0.2% |
| 0.208 | 16 | 0.2% |
| 0.678 | 16 | 0.2% |
| 0.116 | 15 | 0.2% |
| 0.891 | 14 | 0.2% |
| 0.184 | 14 | 0.2% |
| Other values (1994) | 7598 |
| Value | Count | Frequency (%) |
| 1.35 × 10-6 | 1 | |
| 1.67 × 10-6 | 1 | |
| 1.78 × 10-6 | 1 | |
| 1.83 × 10-6 | 1 | |
| 1.86 × 10-6 | 1 | |
| 2.2 × 10-6 | 1 | |
| 2.41 × 10-6 | 1 | |
| 3 × 10-6 | 1 | |
| 3.54 × 10-6 | 1 | |
| 3.83 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 0.996 | 5 | 0.1% |
| 0.995 | 21 | |
| 0.994 | 23 | |
| 0.993 | 11 | |
| 0.992 | 16 | |
| 0.991 | 10 | |
| 0.99 | 17 | |
| 0.989 | 10 | |
| 0.988 | 9 | 0.1% |
| 0.987 | 10 |
instrumentalness
Real number (ℝ)
| Distinct | 3221 |
|---|---|
| Distinct (%) | 41.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16216257 |
| Minimum | 0 |
|---|---|
| Maximum | 0.998 |
| Zeros | 1441 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.445 × 10-6 |
| median | 0.0005995 |
| Q3 | 0.1 |
| 95-th percentile | 0.902 |
| Maximum | 0.998 |
| Range | 0.998 |
| Interquartile range (IQR) | 0.099995555 |
Descriptive statistics
| Standard deviation | 0.30603877 |
|---|---|
| Coefficient of variation (CV) | 1.8872343 |
| Kurtosis | 1.1573595 |
| Mean | 0.16216257 |
| Median Absolute Deviation (MAD) | 0.0005995 |
| Skewness | 1.6843391 |
| Sum | 1259.3545 |
| Variance | 0.093659726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1441 | 18.6% |
| 0.902 | 14 | 0.2% |
| 0.915 | 11 | 0.1% |
| 0.873 | 11 | 0.1% |
| 0.933 | 10 | 0.1% |
| 0.853 | 10 | 0.1% |
| 0.914 | 10 | 0.1% |
| 0.886 | 10 | 0.1% |
| 0.946 | 9 | 0.1% |
| 0.000149 | 9 | 0.1% |
| Other values (3211) | 6231 |
| Value | Count | Frequency (%) |
| 0 | 1441 | |
| 1 × 10-6 | 2 | < 0.1% |
| 1.01 × 10-6 | 5 | 0.1% |
| 1.02 × 10-6 | 3 | < 0.1% |
| 1.03 × 10-6 | 3 | < 0.1% |
| 1.04 × 10-6 | 2 | < 0.1% |
| 1.05 × 10-6 | 2 | < 0.1% |
| 1.06 × 10-6 | 2 | < 0.1% |
| 1.07 × 10-6 | 2 | < 0.1% |
| 1.09 × 10-6 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.998 | 1 | < 0.1% |
| 0.991 | 1 | < 0.1% |
| 0.99 | 1 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.979 | 1 | < 0.1% |
| 0.978 | 3 | |
| 0.976 | 2 | |
| 0.974 | 1 | < 0.1% |
liveness
Real number (ℝ)
| Distinct | 1358 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19979445 |
| Minimum | 0.0146 |
|---|---|
| Maximum | 0.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0.0146 |
|---|---|
| 5-th percentile | 0.0552 |
| Q1 | 0.0924 |
| median | 0.127 |
| Q3 | 0.243 |
| 95-th percentile | 0.639 |
| Maximum | 0.999 |
| Range | 0.9844 |
| Interquartile range (IQR) | 0.1506 |
Descriptive statistics
| Standard deviation | 0.1805264 |
|---|---|
| Coefficient of variation (CV) | 0.90356061 |
| Kurtosis | 4.8015641 |
| Mean | 0.19979445 |
| Median Absolute Deviation (MAD) | 0.0495 |
| Skewness | 2.173675 |
| Sum | 1551.6037 |
| Variance | 0.03258978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.111 | 85 | 1.1% |
| 0.11 | 80 | 1.0% |
| 0.105 | 77 | 1.0% |
| 0.104 | 74 | 1.0% |
| 0.103 | 66 | 0.8% |
| 0.102 | 66 | 0.8% |
| 0.112 | 65 | 0.8% |
| 0.101 | 63 | 0.8% |
| 0.116 | 63 | 0.8% |
| 0.107 | 63 | 0.8% |
| Other values (1348) | 7064 |
| Value | Count | Frequency (%) |
| 0.0146 | 1 | |
| 0.015 | 1 | |
| 0.0166 | 1 | |
| 0.0197 | 1 | |
| 0.0204 | 1 | |
| 0.0206 | 1 | |
| 0.0217 | 1 | |
| 0.022 | 1 | |
| 0.023 | 1 | |
| 0.0238 | 1 |
| Value | Count | Frequency (%) |
| 0.999 | 1 | < 0.1% |
| 0.99 | 1 | < 0.1% |
| 0.989 | 1 | < 0.1% |
| 0.988 | 2 | |
| 0.986 | 1 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.981 | 3 | |
| 0.979 | 3 |
valence
Real number (ℝ)
| Distinct | 1161 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59599285 |
| Minimum | 0 |
|---|---|
| Maximum | 0.99 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.098475 |
| Q1 | 0.397 |
| median | 0.638 |
| Q3 | 0.824 |
| 95-th percentile | 0.96 |
| Maximum | 0.99 |
| Range | 0.99 |
| Interquartile range (IQR) | 0.427 |
Descriptive statistics
| Standard deviation | 0.26621086 |
|---|---|
| Coefficient of variation (CV) | 0.44666787 |
| Kurtosis | -0.87154156 |
| Mean | 0.59599285 |
| Median Absolute Deviation (MAD) | 0.207 |
| Skewness | -0.43656196 |
| Sum | 4628.4805 |
| Variance | 0.070868221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.961 | 58 | 0.7% |
| 0.964 | 46 | 0.6% |
| 0.963 | 41 | 0.5% |
| 0.96 | 38 | 0.5% |
| 0.962 | 33 | 0.4% |
| 0.969 | 28 | 0.4% |
| 0.926 | 26 | 0.3% |
| 0.966 | 24 | 0.3% |
| 0.965 | 22 | 0.3% |
| 0.889 | 21 | 0.3% |
| Other values (1151) | 7429 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.00336 | 1 | |
| 0.00364 | 1 | |
| 0.00457 | 1 | |
| 0.0144 | 1 | |
| 0.0149 | 1 | |
| 0.015 | 1 | |
| 0.0173 | 1 | |
| 0.0181 | 1 | |
| 0.0185 | 1 |
| Value | Count | Frequency (%) |
| 0.99 | 1 | < 0.1% |
| 0.988 | 1 | < 0.1% |
| 0.986 | 1 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.984 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.981 | 4 | |
| 0.98 | 4 | |
| 0.979 | 6 | |
| 0.978 | 3 |
tempo
Real number (ℝ)
| Distinct | 7420 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.00945 |
| Minimum | 35.732 |
|---|---|
| Maximum | 241.423 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 35.732 |
|---|---|
| 5-th percentile | 77.421 |
| Q1 | 98.3485 |
| median | 117.3975 |
| Q3 | 135.085 |
| 95-th percentile | 173.49725 |
| Maximum | 241.423 |
| Range | 205.691 |
| Interquartile range (IQR) | 36.7365 |
Descriptive statistics
| Standard deviation | 28.381402 |
|---|---|
| Coefficient of variation (CV) | 0.23848024 |
| Kurtosis | 0.12039093 |
| Mean | 119.00945 |
| Median Absolute Deviation (MAD) | 18.353 |
| Skewness | 0.4842546 |
| Sum | 924227.37 |
| Variance | 805.50396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 116.735 | 4 | 0.1% |
| 90.584 | 3 | < 0.1% |
| 124.806 | 3 | < 0.1% |
| 103.564 | 3 | < 0.1% |
| 130.669 | 3 | < 0.1% |
| 116.112 | 3 | < 0.1% |
| 116.229 | 3 | < 0.1% |
| 129.961 | 3 | < 0.1% |
| 95.842 | 3 | < 0.1% |
| 113.229 | 3 | < 0.1% |
| Other values (7410) | 7735 |
| Value | Count | Frequency (%) |
| 35.732 | 1 | |
| 37.114 | 1 | |
| 46.074 | 1 | |
| 46.716 | 1 | |
| 46.744 | 1 | |
| 47.786 | 1 | |
| 47.966 | 1 | |
| 48.611 | 1 | |
| 49.194 | 1 | |
| 49.947 | 1 |
| Value | Count | Frequency (%) |
| 241.423 | 1 | |
| 214.848 | 2 | |
| 211.261 | 1 | |
| 209.804 | 1 | |
| 209.636 | 1 | |
| 209.611 | 1 | |
| 209.397 | 1 | |
| 208.663 | 1 | |
| 208.615 | 1 | |
| 207.639 | 1 |
duration_ms
Real number (ℝ)
| Distinct | 6402 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 239933.12 |
| Minimum | 20493 |
|---|---|
| Maximum | 3391040 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 20493 |
|---|---|
| 5-th percentile | 117878.5 |
| Q1 | 173220 |
| median | 210813.5 |
| Q3 | 264973.25 |
| 95-th percentile | 440103 |
| Maximum | 3391040 |
| Range | 3370547 |
| Interquartile range (IQR) | 91753.25 |
Descriptive statistics
| Standard deviation | 144973.63 |
|---|---|
| Coefficient of variation (CV) | 0.60422517 |
| Kurtosis | 76.114091 |
| Mean | 239933.12 |
| Median Absolute Deviation (MAD) | 42986.5 |
| Skewness | 6.2791808 |
| Sum | 1.8633206 × 109 |
| Variance | 2.1017353 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 186600 | 6 | 0.1% |
| 191067 | 5 | 0.1% |
| 171000 | 5 | 0.1% |
| 171960 | 5 | 0.1% |
| 174667 | 4 | 0.1% |
| 163693 | 4 | 0.1% |
| 199027 | 4 | 0.1% |
| 211667 | 4 | 0.1% |
| 208467 | 4 | 0.1% |
| 153973 | 4 | 0.1% |
| Other values (6392) | 7721 |
| Value | Count | Frequency (%) |
| 20493 | 1 | |
| 25907 | 1 | |
| 27200 | 1 | |
| 27373 | 1 | |
| 28320 | 1 | |
| 30320 | 1 | |
| 31107 | 1 | |
| 31400 | 1 | |
| 32160 | 1 | |
| 33067 | 1 |
| Value | Count | Frequency (%) |
| 3391040 | 1 | |
| 2685093 | 1 | |
| 2623952 | 1 | |
| 2159427 | 1 | |
| 2083067 | 1 | |
| 1838933 | 1 | |
| 1788627 | 1 | |
| 1619373 | 1 | |
| 1618693 | 1 | |
| 1587800 | 1 |
time_signature
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| 4 | |
|---|---|
| 3 | |
| 5 | 89 |
| 1 | 79 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7766 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 6845 | |
| 3 | 753 | 9.7% |
| 5 | 89 | 1.1% |
| 1 | 79 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 6845 | |
| 3 | 753 | 9.7% |
| 5 | 89 | 1.1% |
| 1 | 79 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 6845 | |
| 3 | 753 | 9.7% |
| 5 | 89 | 1.1% |
| 1 | 79 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7766 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 6845 | |
| 3 | 753 | 9.7% |
| 5 | 89 | 1.1% |
| 1 | 79 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7766 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 6845 | |
| 3 | 753 | 9.7% |
| 5 | 89 | 1.1% |
| 1 | 79 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 6845 | |
| 3 | 753 | 9.7% |
| 5 | 89 | 1.1% |
| 1 | 79 | 1.0% |
chorus_hit
Real number (ℝ)
| Distinct | 7655 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.847828 |
| Minimum | 0 |
|---|---|
| Maximum | 220.0245 |
| Zeros | 39 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.70265 |
| Q1 | 27.74209 |
| median | 35.8791 |
| Q3 | 47.213043 |
| 95-th percentile | 74.390705 |
| Maximum | 220.0245 |
| Range | 220.0245 |
| Interquartile range (IQR) | 19.470953 |
Descriptive statistics
| Standard deviation | 18.287632 |
|---|---|
| Coefficient of variation (CV) | 0.45893675 |
| Kurtosis | 6.760641 |
| Mean | 39.847828 |
| Median Absolute Deviation (MAD) | 9.34089 |
| Skewness | 1.8581501 |
| Sum | 309458.23 |
| Variance | 334.4375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39 | 0.5% |
| 24.04446 | 3 | < 0.1% |
| 39.55256 | 2 | < 0.1% |
| 42.79951 | 2 | < 0.1% |
| 22.58 | 2 | < 0.1% |
| 34.06918 | 2 | < 0.1% |
| 44.38604 | 2 | < 0.1% |
| 33.37936 | 2 | < 0.1% |
| 56.91646 | 2 | < 0.1% |
| 37.02618 | 2 | < 0.1% |
| Other values (7645) | 7708 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 4.51267 | 1 | < 0.1% |
| 5.38553 | 1 | < 0.1% |
| 6.1204 | 1 | < 0.1% |
| 7.69751 | 1 | < 0.1% |
| 7.85089 | 1 | < 0.1% |
| 7.87196 | 1 | < 0.1% |
| 8.02596 | 1 | < 0.1% |
| 8.05336 | 1 | < 0.1% |
| 8.2182 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 220.0245 | 1 | |
| 188.30605 | 1 | |
| 176.53045 | 1 | |
| 175.76944 | 1 | |
| 174.60947 | 1 | |
| 172.46549 | 1 | |
| 157.28203 | 1 | |
| 150.20672 | 1 | |
| 149.30319 | 1 | |
| 148.8634 | 1 |
sections
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.76101 |
| Minimum | 0 |
|---|---|
| Maximum | 130 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 19 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.6421333 |
|---|---|
| Coefficient of variation (CV) | 0.52431264 |
| Kurtosis | 62.130428 |
| Mean | 10.76101 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 5.4068049 |
| Sum | 83570 |
| Variance | 31.833668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1117 | |
| 8 | 994 | |
| 10 | 965 | |
| 11 | 795 | |
| 7 | 653 | |
| 12 | 603 | |
| 13 | 454 | 5.8% |
| 6 | 405 | 5.2% |
| 14 | 309 | 4.0% |
| 5 | 225 | 2.9% |
| Other values (56) | 1246 |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.1% |
| 1 | 3 | < 0.1% |
| 2 | 31 | 0.4% |
| 3 | 63 | 0.8% |
| 4 | 128 | 1.6% |
| 5 | 225 | 2.9% |
| 6 | 405 | 5.2% |
| 7 | 653 | |
| 8 | 994 | |
| 9 | 1117 |
| Value | Count | Frequency (%) |
| 130 | 1 | |
| 101 | 1 | |
| 89 | 1 | |
| 82 | 1 | |
| 74 | 1 | |
| 70 | 2 | |
| 69 | 1 | |
| 64 | 1 | |
| 63 | 2 | |
| 62 | 2 |
target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7766 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3883 | |
| 1 | 3883 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3883 | |
| 1 | 3883 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3883 | |
| 1 | 3883 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7766 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3883 | |
| 1 | 3883 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7766 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3883 | |
| 1 | 3883 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3883 | |
| 1 | 3883 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| track | artist | uri | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | chorus_hit | sections | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Porque? | Reginaldo Rossi | spotify:track:28KC2wl7jDv6Ms1Uc0OMpm | 0.669 | 0.547 | 1 | -9.873 | 0 | 0.0576 | 0.3530 | 0.000000 | 0.0515 | 0.730 | 131.073 | 141067 | 4 | 28.79763 | 6 | 0 |
| 1 | Free Jazz | Maria Teresa Luciani | spotify:track:0zagn8PNnM7pM8pz1gXOAD | 0.291 | 0.300 | 1 | -14.054 | 0 | 0.0326 | 0.9050 | 0.492000 | 0.1180 | 0.039 | 75.619 | 228224 | 4 | 44.10303 | 9 | 0 |
| 2 | Reject of Society | Crass | spotify:track:18eNASEiuAhO2ML5LBIoG4 | 0.355 | 0.968 | 7 | -4.687 | 1 | 0.1890 | 0.0504 | 0.000000 | 0.1300 | 0.768 | 181.291 | 66800 | 3 | 25.23004 | 6 | 0 |
| 3 | Yeah ! | The Jets | spotify:track:1UlJzHc8E5EprQFJxjSyPL | 0.598 | 0.891 | 6 | -11.904 | 1 | 0.0552 | 0.0183 | 0.836000 | 0.5790 | 0.826 | 144.383 | 155395 | 4 | 55.62066 | 7 | 0 |
| 4 | Gotta Find A Way | The Moments | spotify:track:1Jtlirju8tUXTtvyZJAN5v | 0.440 | 0.376 | 5 | -10.939 | 1 | 0.0482 | 0.3480 | 0.000000 | 0.0815 | 0.358 | 130.438 | 218333 | 4 | 34.90979 | 12 | 1 |
| 5 | What Shall We Do When We All Go Out? | Mike Seeger | spotify:track:3mjhB6xOe5d8HfWbUFApHR | 0.618 | 0.167 | 7 | -16.755 | 1 | 0.0451 | 0.8280 | 0.000003 | 0.1970 | 0.651 | 175.951 | 132667 | 4 | 58.27935 | 7 | 0 |
| 6 | Beautiful Sunday | Daniel Boone | spotify:track:6DqNZJ4hhBYd8qj9WbpSTJ | 0.676 | 0.463 | 9 | -13.155 | 1 | 0.0306 | 0.3090 | 0.000000 | 0.2880 | 0.910 | 121.923 | 182133 | 4 | 36.28697 | 7 | 1 |
| 7 | The Man With The Child In His Eyes | Kate Bush | spotify:track:4xjVfArXNQRxAvsUpjmfMt | 0.249 | 0.261 | 0 | -10.592 | 1 | 0.0334 | 0.9620 | 0.001540 | 0.1360 | 0.195 | 90.007 | 158693 | 4 | 33.62341 | 8 | 1 |
| 8 | Psychedelic Shack | The Temptations | spotify:track:5kx4xMErn45NZvEChKiqdo | 0.663 | 0.822 | 5 | -13.119 | 0 | 0.0590 | 0.1990 | 0.000009 | 0.0626 | 0.818 | 108.940 | 230293 | 4 | 60.05568 | 8 | 1 |
| 9 | Tell It Like It Is | Andy Williams | spotify:track:7MYHtpI1ebzt1lkAxgNDEZ | 0.522 | 0.440 | 6 | -13.258 | 0 | 0.0350 | 0.4340 | 0.000000 | 0.2180 | 0.295 | 97.475 | 159760 | 3 | 38.69467 | 7 | 1 |
| track | artist | uri | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | chorus_hit | sections | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7756 | Insight - 2007 Remaster | Joy Division | spotify:track:7oNu4gShXbbM1GBJtfJucq | 0.636 | 0.476 | 2 | -12.582 | 1 | 0.0348 | 0.02110 | 0.805000 | 0.5220 | 0.164 | 131.220 | 266280 | 4 | 39.81140 | 8 | 0 |
| 7757 | Des Éclats de Lune | Laurence Vanay | spotify:track:3VFbMzVJxqhBRYMdQaHJJ8 | 0.692 | 0.261 | 7 | -20.502 | 0 | 0.0322 | 0.13600 | 0.692000 | 0.0955 | 0.240 | 117.364 | 229560 | 4 | 33.65055 | 11 | 0 |
| 7758 | My Eyes Adored You | Frankie Valli | spotify:track:2yDQVcj26tpi9IUJhw9xDs | 0.461 | 0.499 | 11 | -10.443 | 0 | 0.0316 | 0.23800 | 0.000000 | 0.1350 | 0.387 | 137.687 | 212013 | 4 | 37.30521 | 10 | 1 |
| 7759 | Sara | Fleetwood Mac | spotify:track:0YuCATlVwxG5Mq8lN2Omro | 0.735 | 0.534 | 10 | -12.154 | 1 | 0.0295 | 0.42300 | 0.002670 | 0.2040 | 0.551 | 127.010 | 275107 | 4 | 56.88777 | 10 | 1 |
| 7760 | Call Me (Come Back Home) | Al Green | spotify:track:2THyR0on3DrsfXBtRrLZgK | 0.683 | 0.392 | 10 | -13.213 | 1 | 0.0293 | 0.59600 | 0.000003 | 0.2270 | 0.679 | 99.790 | 184907 | 4 | 29.70104 | 11 | 1 |
| 7761 | Born with the Blues | Buster Benton | spotify:track:2ZARTKpOvYYuR2DxcTjxQo | 0.373 | 0.417 | 9 | -12.273 | 0 | 0.0934 | 0.85800 | 0.462000 | 0.0425 | 0.588 | 174.359 | 289653 | 3 | 36.12884 | 14 | 0 |
| 7762 | Farther On Down The Road | Joe Simon | spotify:track:1Fj16GGVNFdPut4SFG2vvp | 0.470 | 0.490 | 2 | -11.630 | 1 | 0.0915 | 0.06490 | 0.000001 | 0.0574 | 0.644 | 176.523 | 187067 | 4 | 33.41380 | 9 | 1 |
| 7763 | Sweetheart | Engelbert Humperdinck | spotify:track:6zm0XoxnzzdFeXeYGE8gFh | 0.253 | 0.550 | 2 | -7.743 | 1 | 0.0305 | 0.15500 | 0.000021 | 0.0786 | 0.643 | 100.011 | 183613 | 4 | 22.28247 | 12 | 1 |
| 7764 | Until It's Time For You To Go | Neil Diamond | spotify:track:6fsAxEHvbVPU8pVPnBXaX2 | 0.419 | 0.124 | 0 | -21.666 | 1 | 0.0340 | 0.80000 | 0.000100 | 0.1310 | 0.178 | 91.439 | 211440 | 3 | 19.82409 | 10 | 1 |
| 7765 | Try Me, I Know We Can Make It | Donna Summer | spotify:track:75y3G2V8wSpm89einsZ4d5 | 0.810 | 0.602 | 0 | -15.674 | 0 | 0.0363 | 0.00426 | 0.327000 | 0.0920 | 0.964 | 122.952 | 198093 | 4 | 41.00309 | 10 | 1 |